基于聊天机器人的幼儿口腔保健发展及其有效性、可用性和可接受性评价:混合方法研究

IF 2.1 Q2 PEDIATRICS
Kittiwara Pupong, Jaranya Hunsrisakhun, Samerchit Pithpornchaiyakul, Supawadee Naorungroj
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引用次数: 0

摘要

背景:聊天机器人在公共卫生领域越来越被接受,因为它们能够复制类似人类的交流,并提供可扩展的24/7服务。儿童龋齿的高患病率强调了早期有效干预的必要性。目的:本研究旨在开发30天的FunDee聊天机器人,并评估其对6至36个月儿童护理人员进行口腔健康教育的有效性、可用性和可接受性。方法:采用人工智能(AI)聊天机器人行为改变模型创建聊天机器人,将行为改变理论融入到设计的内容中,每天使用3-5分钟,持续30天。2021年12月至2022年2月,在泰国宋卡省Hat Yai区和Pattani省Maelan区进行了一项实验前后研究。58名护理人员在基线和基线后2个月完成了一份基于网络的结构化问卷,以评估知识、基于保护动机理论的认知和刷牙习惯。可用性在基线后2个月通过聊天机器人日志文件和基于网络的问卷进行评估。通过三种方法评估可接受性:(1)第30天开放式聊天机器人互动,(2)基线后2个月基于网络的结构化问卷调查,以及(3)干预后2周对15名参与者进行半结构化电话访谈。访谈的参与者按依从程度分层,并从Hatyai和Maelan地区随机选择。所有自述变量均采用李克特5分量表(1=最低,5=最高)进行测量。结果:基于AI聊天机器人行为改变模型的4个组成部分,成功开发了聊天机器人。参与者的平均年龄为34.5岁(SD 8.6)。护理人员的刷牙频率显著改善,从基线时的72.4%增加到基线后两个月的93.1% (P= 0.006)。基于保护动机理论的认知也有显著改善,平均得分从基线时的4.0分(SD 0.6)上升到基线后两个月的4.5分(SD 0.6)。结论:30天的FunDee聊天机器人有效地增强了照顾者对口腔卫生保健的认知,改善了6-36个月儿童的刷牙习惯。用户的高满意度和参与度显示了它作为口腔健康教育创新工具的潜力。这些发现需要通过大规模的随机对照试验进一步验证。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Development of Chatbot-Based Oral Health Care for Young Children and Evaluation of its Effectiveness, Usability, and Acceptability: Mixed Methods Study.

Background: Chatbots are increasingly accepted in public health for their ability to replicate human-like communication and provide scalable, 24/7 services. The high prevalence of dental caries in children underscores the need for early and effective intervention.

Objective: This study aimed to develop the 30-Day FunDee chatbot and evaluate its effectiveness, usability, and acceptability in delivering oral health education to caregivers of children aged 6 to 36 months.

Methods: The chatbot was created using the artificial intelligence (AI) chatbot behavior change model, integrating behavioral change theories into content designed for 3-5 minutes of daily use over 30 days. A pre-post experimental study was conducted from December 2021 to February 2022 in Hat Yai District, Songkhla Province, and Maelan District, Pattani Province, Thailand. Fifty-eight caregivers completed a web-based structured questionnaire at baseline and 2 months post baseline to evaluate knowledge, protection motivation theory-based perceptions, and tooth-brushing practices. Usability was assessed via chatbot logfiles and a web-based questionnaire at 2 months post baseline. Acceptability was evaluated through three methods: (1) open-ended chatbot interactions on day 30, (2) a web-based structured questionnaire at 2 months post baseline, and (3) semistructured telephone interviews with 15 participants 2 weeks post intervention. Participants for interviews were stratified by adherence levels and randomly selected from Hatyai and Maelan districts. All self-reported variables were measured on a 5-point Likert scale (1=lowest, 5=highest).

Results: The chatbot was successfully developed based on the 4 components of the AI chatbot behavior change model. Participants had a mean age of 34.5 (SD 8.6) years. The frequency of tooth brushing among caregivers significantly improved, increasing from 72.4% at baseline to 93.1% two months post baseline (P=.006). Protection motivation theory-based perceptions also showed significant improvement, with mean scores rising from 4.0 (SD 0.6) at baseline to 4.5 (SD 0.6) two months post baseline (P<.001). The chatbot received high ratings for satisfaction (4.7/5, SD 0.6) and usability (4.7/5, SD 0.5). Participants engaged with the chatbot for an average of 24.7 (SD 7.2) days out of 30. Caregivers praised the chatbot's content quality, empathetic communication, and multimedia design, but noted the intervention's lengthy duration and messaging system as limitations.

Conclusions: The 30-Day FunDee chatbot effectively enhanced caregivers' perceptions of oral health care and improved tooth-brushing practices for children aged 6-36 months. High user satisfaction and engagement demonstrate its potential as an innovative tool for oral health education. These findings warrant further validation through large-scale, randomized controlled trials.

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来源期刊
JMIR Pediatrics and Parenting
JMIR Pediatrics and Parenting Medicine-Pediatrics, Perinatology and Child Health
CiteScore
5.00
自引率
5.40%
发文量
62
审稿时长
12 weeks
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